{"id":13924,"date":"2026-02-25T14:02:17","date_gmt":"2026-02-25T13:02:17","guid":{"rendered":"https:\/\/infoshareacademy.com\/blog\/?p=13924"},"modified":"2026-02-25T14:39:25","modified_gmt":"2026-02-25T13:39:25","slug":"bezpieczne-ai-jak-uniknac-wycieku-danych-dzieki-lm-studio","status":"publish","type":"post","link":"https:\/\/infoshareacademy.com\/blog\/bezpieczne-ai-jak-uniknac-wycieku-danych-dzieki-lm-studio\/","title":{"rendered":"Bezpieczne AI: Jak unikn\u0105\u0107 wycieku danych dzi\u0119ki LM Studio"},"content":{"rendered":"\n<p>Korzystanie z publicznie dost\u0119pnych narz\u0119dzi AI (np. ChatGPT, Gemini) w miejscu pracy, bez posiadania wersji Enterprise, mo\u017ce prowadzi\u0107 do wycieku poufnych informacji, rosn\u0105cych koszt\u00f3w lub nag\u0142ej utraty stabilno\u015bci proces\u00f3w. Rozwi\u0105zaniem mo\u017ce by\u0107 podej\u015bcie, kt\u00f3re \u0142\u0105czy wykorzystanie publicznych narz\u0119dzi w po\u0142\u0105czeniu z lokalnymi modelami.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Ryzyko pracy z narz\u0119dziami AI<\/h1>\n\n\n\n<p>W pracy z narz\u0119dziami AI nale\u017cy pami\u0119ta\u0107 o nast\u0119puj\u0105cych ryzykach:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prywatno\u015b\u0107:<\/strong> w\u0142a\u015bciciele narz\u0119dzi chmurowych maj\u0105 dost\u0119p do wprowadzanych informacji, o ile nie u\u017cywasz licencji firmowych.<\/li>\n\n\n\n<li><strong>Koszty:<\/strong> narz\u0119dzia posiadaj\u0105 limity (szczeg\u00f3lnie dla modeli &#8222;my\u015bl\u0105cych&#8221;). Zwi\u0119kszenie ich wymaga p\u0142atnych subskrypcji.<\/li>\n\n\n\n<li><strong>Nieumy\u015blne zapami\u0119tywanie: <\/strong>wersje osobiste domy\u015blnie trenuj\u0105 si\u0119 na Twoich zapytaniach. Mo\u017ce to prowadzi\u0107 do tego, \u017ce model \u201cpowt\u00f3rzy\u201d dane z Twojej konwersacji w rozmowie z innym u\u017cytkownikiem.<\/li>\n\n\n\n<li><strong>Model drift: <\/strong>korzystasz z wersji narzuconej przez tw\u00f3rc\u0119. Niespodziewane aktualizacje mog\u0105 z dnia na dzie\u0144 zmieni\u0107 Tw\u00f3j dotychczasowy spos\u00f3b pracy.<\/li>\n<\/ul>\n\n\n\n<p><strong>Rozwi\u0105zane: <\/strong>lokalnie uruchomione AI, kt\u00f3re dzia\u0142a offline i bez abonament\u00f3w. Gwarantuje to pe\u0142n\u0105 dyskrecj\u0119 Twoich informacji.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">AI na w\u0142asnym komputerze<\/h1>\n\n\n\n<p>Uruchomienie modelu AI na Twoim komputerze to proces nie wymagaj\u0105cy wiedzy technicznej. Umo\u017cliwia to m.in. program LM Studio, kt\u00f3ry pozwala pobiera\u0107 i uruchamia\u0107 otwarto\u017ar\u00f3d\u0142owe modele AI na naszym komputerze i pracowa\u0107 z nimi w formie czatu.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Kiedy lokalne AI to dobry pomys\u0142?<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Brak wersji enterprise: <\/strong>Twoja organizacja nie posiada wersji dla firm narz\u0119dzia AI, kt\u00f3rego u\u017cywasz.<\/li>\n\n\n\n<li><strong>Dane poufne<\/strong>: pracujesz z danymi osobowymi lub tajemnicami firmy.<\/li>\n\n\n\n<li><strong>Praca offline:<\/strong> cz\u0119sto pracujesz bez dost\u0119pu do sieci.<\/li>\n\n\n\n<li><strong>Wystarczaj\u0105ce zasoby sprz\u0119towe:<\/strong> posiadasz sprz\u0119t z mocn\u0105 kart\u0105 graficzn\u0105 lub min. 8 GB RAM.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Instrukcja startu z LM Studio:<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Wejd\u017a na<a href=\"https:\/\/lmstudio.ai\/\"> lmstudio.ai<\/a> i zainstaluj wersj\u0119 dla swojego systemu.<\/li>\n\n\n\n<li>Uruchom program<\/li>\n\n\n\n<li>Przy pierwszym uruchomieniu program zasugeruje pobranie rekomendowanego modelu, pobierz go lub pomi\u0144 ten krok<\/li>\n\n\n\n<li><strong>Je\u017celi nie pobra\u0142e\u015b modelu<\/strong>, wybierz zak\u0142adk\u0119 \u201cWyszukiwarka modeli\u201d i wyszukaj model do pobrania, np. Gemma 3n E4B<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1312\" height=\"872\" src=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_1.png\" alt=\"\" class=\"wp-image-13931\" srcset=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_1.png 1312w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_1-300x199.png 300w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_1-1024x681.png 1024w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_1-768x510.png 768w\" sizes=\"auto, (max-width: 1312px) 100vw, 1312px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-scaled.png\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1729\" src=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-scaled.png\" alt=\"\" class=\"wp-image-13932\" srcset=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-scaled.png 2560w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-300x203.png 300w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-1024x691.png 1024w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-768x519.png 768w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-1536x1037.png 1536w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-2048x1383.png 2048w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_2-220x150.png 220w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li>Gdy model zostanie pobrany, przejd\u017a do sekcji \u201eChaty\u201d<\/li>\n\n\n\n<li>Wybierz model u\u017cywaj\u0105c g\u00f3rnego paska wyboru<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-scaled.png\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1729\" src=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-scaled.png\" alt=\"\" class=\"wp-image-13935\" srcset=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-scaled.png 2560w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-300x203.png 300w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-1024x691.png 1024w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-768x519.png 768w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-1536x1037.png 1536w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-2048x1383.png 2048w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_3-220x150.png 220w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-scaled.png\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1729\" src=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-scaled.png\" alt=\"\" class=\"wp-image-13937\" srcset=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-scaled.png 2560w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-300x203.png 300w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-1024x691.png 1024w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-768x519.png 768w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-1536x1037.png 1536w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-2048x1383.png 2048w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_4-220x150.png 220w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure>\n\n\n\n<p>Po wykonaniu powy\u017cszych krok\u00f3w LM Studio jest gotowe do pracy. Mo\u017cesz rozpocz\u0105\u0107 rozmow\u0119 z AI w formie czatu. LM Studio oferuje kilka dodatkowych funkcji, kt\u00f3re mog\u0105 u\u0142atwi\u0107 Twoj\u0105 prac\u0119:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tworzenie szablon\u00f3w z zapami\u0119tanymi instrukcjami dla AI<\/li>\n\n\n\n<li>Dodawanie plik\u00f3w do konwersacji<\/li>\n\n\n\n<li>\u015arodowisko do uruchamiania kodu w celu wykonania skomplikowanych oblicze\u0144<\/li>\n\n\n\n<li>Serwer API<\/li>\n\n\n\n<li>Tryb pacy wykorzystuj\u0105cy kilka modeli jednocze\u015bnie<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Dobierz AI do swojego sprz\u0119tu<\/h1>\n\n\n\n<p>Dopasowanie modelu AI do pami\u0119ci RAM zapewnia p\u0142ynn\u0105 prac\u0119 bez zawieszania systemu.<\/p>\n\n\n\n<p><strong>Jak dobra\u0107 model w LM Studio:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Model na start:<\/strong> Zacznij od modelu <strong>gemma3n 4B<\/strong>. Jest wystarczaj\u0105co bystry i zadzia\u0142a na prawie ka\u017cdym nowoczesnym komputerze.\u00a0<\/li>\n\n\n\n<li><strong>Format GGUF:<\/strong> Wybieraj pliki w tym formacie \u2013 s\u0105 zoptymalizowane pod k\u0105tem zwyk\u0142ych komputer\u00f3w i laptop\u00f3w.<\/li>\n\n\n\n<li><strong>Oznaczenia: <\/strong>zwracaj uwag\u0119 na oznaczenia, kt\u00f3re informuj\u0105 m.in o tym czy model mo\u017ce pracowa\u0107 w trybie my\u015bl\u0105cym lub obs\u0142ugiwa\u0107 obrazy<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-scaled.png\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1729\" src=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-scaled.png\" alt=\"\" class=\"wp-image-13933\" srcset=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-scaled.png 2560w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-300x203.png 300w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-1024x691.png 1024w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-768x519.png 768w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-1536x1037.png 1536w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-2048x1383.png 2048w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_5-220x150.png 220w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Klasyfikacja modeli i wymagania:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Klasa modelu<\/strong><\/td><td><strong>Sprz\u0119t<\/strong><\/td><td><strong>Zastosowanie<\/strong><\/td><td><strong>Polecany model<\/strong><\/td><\/tr><tr><td><strong>4B\u201310B (Lekkie)<\/strong><\/td><td>Zwyk\u0142y laptop (min. 8 GB RAM)<\/td><td>E-maile, anonimizacja danych, prosta obr\u00f3bka tekstu.<\/td><td><strong>gemma3n 4B<\/strong><\/td><\/tr><tr><td><strong>13B\u201330B (\u015arednie)<\/strong><\/td><td>Mocne PC (karta graficzna min. 12 GB VRAM)<\/td><td>Analiza kodu, wy\u0142apywanie niuans\u00f3w, zaawansowana logika.<\/td><td><strong>DeepSeek-R1<\/strong><\/td><\/tr><tr><td><strong>70B+ (Pot\u0119\u017cne)<\/strong><\/td><td>Mac (min. 64 GB RAM) lub 2x RTX 3090\/4090<\/td><td>Z\u0142o\u017cone raporty, matematyka, burze m\u00f3zg\u00f3w.<\/td><td><strong>Llama 3.3 70B<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">Przyk\u0142adowe zastosowania<\/h1>\n\n\n\n<p>Mo\u017cliwo\u015bci lokalnych modeli AI ograniczaj\u0105 parametry naszego komputera. Je\u017celi potrzebujesz u\u017cywa\u0107 bardziej zaawansowanych modeli lub konkretnych zewn\u0119trznych narz\u0119dzi (np. do tworzenia prezentacji), mo\u017cesz zastosowa\u0107 podej\u015bcie hybrydowe.<\/p>\n\n\n\n<p><strong>Jak dzia\u0142a ten proces?<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Czyszczenie lokalne:<\/strong> U\u017cywasz lokalnego modelu (np. gemma3n 4B) do wykrycia danych wra\u017cliwych. AI zamienia je na bezpieczne znaczniki, np. [KLIENT_1].<\/li>\n\n\n\n<li><strong>Praca w chmurze:<\/strong> Tak przygotowany, bezpieczny tekst przesy\u0142asz do zewn\u0119trznego narz\u0119dzia (np. ChatGPT) w celu wykonania z\u0142o\u017conego zadania.<\/li>\n\n\n\n<li><strong>Powr\u00f3t do orygina\u0142u:<\/strong> Po otrzymaniu wyniku u\u017cywasz ponownie lokalnego AI, aby zamieni\u0107 znaczniki z powrotem na rzeczywiste dane.<\/li>\n<\/ol>\n\n\n\n<p><strong>Przyk\u0142adowy prompt:<\/strong><\/p>\n\n\n\n<p><em>&#8222;Dzia\u0142aj jako filtr danych wra\u017cliwych. W poni\u017cszym tek\u015bcie znajd\u017a wszystkie nazwiska, nazwy firm oraz kwoty. Zast\u0105p je unikalnymi tagami: [OS_1], [FIRMA_1], [KWOTA_1]. Zwr\u00f3\u0107 wy\u0142\u0105cznie wynikowy tekst bez \u017cadnego komentarza.&#8221;<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_6.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1484\" height=\"1002\" src=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_6.png\" alt=\"\" class=\"wp-image-13934\" srcset=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_6.png 1484w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_6-300x203.png 300w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_6-1024x691.png 1024w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_6-768x519.png 768w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/image_6-220x150.png 220w\" sizes=\"auto, (max-width: 1484px) 100vw, 1484px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Inne zastosowania lekkich modeli lokalnych:<\/strong> Nawet mniejsze modele (klasy 4B\u201310B) bezb\u0142\u0119dnie radz\u0105 sobie z zadaniami, kt\u00f3re nie wymagaj\u0105 du\u017cej mocy obliczeniowej:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Analiza log\u00f3w i b\u0142\u0119d\u00f3w:<\/strong> Szybkie streszczanie log\u00f3w serwerowych, kt\u00f3re cz\u0119sto zawieraj\u0105 wra\u017cliwe \u015bcie\u017cki dost\u0119pu lub adresy IP.<\/li>\n\n\n\n<li><strong>Redagowanie korespondencji:<\/strong> Przygotowywanie ofert handlowych i e-maili, kt\u00f3rych tre\u015b\u0107 powinna zosta\u0107 wy\u0142\u0105cznie u Ciebie.<\/li>\n\n\n\n<li><strong>Wst\u0119pny brainstorming:<\/strong> Generowanie pomys\u0142\u00f3w i plan\u00f3w bez obawy o wyciek Twojej w\u0142asno\u015bci intelektualnej.<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Podsumowanie<\/h1>\n\n\n\n<p>W\u0142asny lokalny AI to fundament bezpiecze\u0144stwa ka\u017cdego profesjonalisty pracuj\u0105cego z w\u0142asno\u015bci\u0105 intelektualn\u0105.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prywatno\u015b\u0107 bez kompromis\u00f3w:<\/strong> Lokalny model to gwarancja, \u017ce Twoje dane biznesowe nigdy nie zostan\u0105 wykorzystane do trenowania modeli ani nie wpadn\u0105 w r\u0119ce konkurencji.<\/li>\n\n\n\n<li><strong>Moc dopasowana do potrzeb:<\/strong> Dzi\u0119ki obs\u0142udze CPU i GPU oraz r\u00f3\u017cnorodno\u015bci modeli mo\u017cesz optymalnie wykorzysta\u0107 sprz\u0119t, kt\u00f3ry masz w posiadaniu.<\/li>\n\n\n\n<li><strong>Niezale\u017cno\u015b\u0107 operacyjna:<\/strong> brak subskrypcji, brak limit\u00f3w wiadomo\u015bci i mo\u017cliwo\u015b\u0107 pracy offline.<\/li>\n<\/ul>\n\n\n\n<p>Zacznij od pobrania modelu klasy <strong>4B<\/strong> w LM Studio i przekonaj si\u0119, \u017ce najskuteczniejsze AI to takie, nad kt\u00f3rymi masz pe\u0142n\u0105 kontrol\u0119.<\/p>\n\n\n\n<div class=\"wp-block-media-text\" style=\"grid-template-columns:30% auto\"><figure class=\"wp-block-media-text__media\"><a href=\"https:\/\/www.linkedin.com\/in\/artur-dzieciol\/\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/1730921332668.jpeg\" alt=\"\" class=\"wp-image-13939 size-full\" srcset=\"https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/1730921332668.jpeg 800w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/1730921332668-300x300.jpeg 300w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/1730921332668-150x150.jpeg 150w, https:\/\/infoshareacademy.com\/blog\/wp-content\/uploads\/2026\/02\/1730921332668-768x768.jpeg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-text-color has-link-color has-small-font-size wp-elements-1bbb0784632c2c8053f8f57289b5b8da\" style=\"color:#9b9b9b\">Autor<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong><a href=\"https:\/\/www.linkedin.com\/in\/przemyslaw-sipta\/\">Przemys\u0142aw Sipta [in]<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-small-font-size\">React | React Native | Node.js<\/p>\n\n\n\n<p class=\"has-small-font-size\">JavaScript developer z do\u015bwiadczeniem w pracy z technologiami front-end (React, Next, etc.) i mobile (React Native). Entuzjasta wykorzystania AI w codziennej pracy.<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Korzystanie z publicznie dost\u0119pnych narz\u0119dzi AI (np. ChatGPT, Gemini) w miejscu pracy, bez posiadania wersji Enterprise, mo\u017ce prowadzi\u0107 do wycieku poufnych informacji, rosn\u0105cych koszt\u00f3w lub nag\u0142ej utraty stabilno\u015bci proces\u00f3w. Rozwi\u0105zaniem mo\u017ce by\u0107 podej\u015bcie, kt\u00f3re \u0142\u0105czy wykorzystanie publicznych narz\u0119dzi w po\u0142\u0105czeniu z lokalnymi modelami. Ryzyko pracy z narz\u0119dziami AI W pracy z narz\u0119dziami AI nale\u017cy pami\u0119ta\u0107 &hellip;<\/p>\n","protected":false},"author":18,"featured_media":13929,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-13924","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bez-kategorii"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bezpieczne AI: Jak unikn\u0105\u0107 wycieku danych dzi\u0119ki LM Studio - infoShare Academy Blog<\/title>\n<meta name=\"description\" content=\"Twoje lokalne, bezpieczne AI? 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